Insights into Alignment: Evaluating DPO and its Variants Across Multiple
Tasks
Insights into Alignment: Evaluating DPO and its Variants Across Multiple
Tasks
Large Language Models (LLMs) have demonstrated remarkable performance across a spectrum of tasks. Recently, Direct Preference Optimization (DPO) has emerged as an RL-free approach to optimize the policy model on human preferences. However, several limitations hinder the widespread adoption of this method. To address these shortcomings, various versions of DPO …